{"id":"W3024817396","doi":"","title":"Knock Knock….. Who's there? Supporting well-being and success for all","year":2020,"lang":"en","type":"article","venue":"Bond University Research Portal (Bond University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Gene knockin; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006153135,0.0007924284,0.000472765,0.0005392475,0.004331375,0.008858438,0.00230685,0.004398719,0.07377706],"category_scores_gemma":[0.01129771,0.0003683761,0.001331792,0.0003294189,0.00228864,0.005872544,0.01387413,0.01122788,0.03872404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418107,"about_ca_system_score_gemma":0.008977903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029698,"about_ca_topic_score_gemma":0.007871555,"domain_scores_codex":[0.9954914,0.00184051,0.0001230033,0.0003485033,0.0008428092,0.001353858],"domain_scores_gemma":[0.9900442,0.0008926948,0.0003400125,0.0002927626,0.001227132,0.007203181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004892987,0.0001248117,0.0003200569,0.0004900232,0.00001093497,0.0003393102,0.009360717,0.00007934486,0.00073839,0.006457213,0.9285561,0.05347428],"study_design_scores_gemma":[0.0000187769,0.0001145872,0.0009109597,0.001192232,0.00000727472,0.000270394,0.02091956,0.00006756787,0.0002952648,0.005663821,0.9704996,0.00004011343],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01261102,0.01108589,0.008940923,0.615789,0.07964176,0.001221377,0.0009916062,0.001551439,0.268167],"genre_scores_gemma":[0.1709888,0.02308938,0.01552259,0.1721069,0.01563012,0.002467723,0.001776887,0.001199179,0.5972184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07377706,"threshold_uncertainty_score":0.2468088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429718779242884,"score_gpt":0.415023649698684,"score_spread":0.2720517717743955,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}